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2010 International Conference on Advances in Recent Technologies in Communication and Computing最新文献

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A Hybrid Wavelet--ANN Approach in Transformer Protection 小波-神经网络混合方法在变压器保护中的应用
Chakradhara Panda, Vijay Kumar Garlapti, P. Konar, P. Chattopadhyay
This paper presents the development of a wavelet-based algorithm, for distinguishing between magnetizing inrush and internal faults of the power transformer. The proposed technique consists of a preprocessing unit based on Continuous wavelet transform (CWT) in combination with an artificial neural network (ANN) for detecting and classifying faults. The CWT acts as an extractor of distinctive features in the transient current signals at the relay location. This information is then fed into an ANN for classifying fault, normal and magnetizing inrush conditions. The results presented clearly showed that the proposed technique is very fast, computationally efficient and intelligent enough to accurately discriminate between magnetizing inrush, normal and faults in the transformer
本文提出了一种基于小波的电力变压器励磁涌流与内部故障识别算法。该技术包括基于连续小波变换(CWT)的预处理单元和用于故障检测和分类的人工神经网络(ANN)。连续小波变换在继电器位置的瞬态电流信号中起到显著特征的提取作用。然后将这些信息输入到人工神经网络中,用于对故障、正常和磁化涌流条件进行分类。结果表明,该方法具有快速、高效、智能的特点,能够准确地判别变压器励磁涌流、正常涌流和故障涌流
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引用次数: 1
Propagation Delay Variations under Process Deviation in Driver Interconnect Load System 驱动互连负载系统中进程偏差下的传输延迟变化
K. G. Verma, B. Kaushik, R. Singh
Process variation has become a major concern in the design of many nanometer circuits, including interconnect pipelines. This paper provides a comprehensive overview of the types and sources of all aspects of process variations in driver –interconnect-load system. The primary sources of manufacturing variation include Deposition, Chemical Mechanical Planarization (CMP), Etching, Resolution Enhancement Technology (RET). Process variations manifest themselves as the uncertainties of circuit performance, such as delay, noise and power consumption. The impacts of these process variations on circuit delay are discussed in this paper for three different technologies i.e 130nm, 70nm and 45nm. The comparison of results between these three technologies shows that as device size shrinks the process variation becomes a dominant factor and subsequently increases the uncertainty of the delays.
工艺变化已成为许多纳米电路设计的主要问题,包括互连管道。本文全面概述了驱动-互连-负载系统中过程变化的类型和来源。制造变化的主要来源包括沉积,化学机械平面化(CMP),蚀刻,分辨率增强技术(RET)。工艺变化表现为电路性能的不确定性,如延迟、噪声和功耗。本文讨论了在130nm、70nm和45nm三种不同工艺下,这些工艺变化对电路延迟的影响。这三种技术之间的结果比较表明,随着器件尺寸的缩小,工艺变化成为一个主要因素,随后增加了延迟的不确定性。
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引用次数: 5
Automated Detection of PD Resting Tremor Using PSD with Recurrent Neural Network Classifier 基于递归神经网络分类器的PSD自动检测PD静息性震颤
R. Arvind, B. Karthik, N. Sriraam, J. Kannan
Diagnosis of Parkinson’s disease (PD) is a challenging problem for medical community. Typically characterized by tremor, PD occurs due to the loss of dopamine in the brain’s thalamic region that results in involuntary or oscillatory movement in the body. The early stage of the PD is referred as resting tremors, which appears when the muscles are relaxed. It is well known that surface EMG recording provides clinical information on the neuro-physiological characteristics of the tremors. This paper discusses the detection of resting tremors by extracting power spectral density (PSD) features from EMGs. Two methods namely, PSD by Welch and Burgs are applied by configuring the order of the predictors and are then classified using a recurrent neural network model, Elman Neural Network (REN). Experiments are performed using EMG patterns and statistical measures such as mean and maximum of PSD are used to classify the normal and abnormal PD subjects. It is found from the experimental results that the mean value of power spectral density by Burg with recurrent neural network classifier yields a classification accuracy of 95.6%. The proposed work need to be validated with larger datasets for real -time clinical application.
帕金森病(PD)的诊断一直是医学界的难题。帕金森氏症的典型特征是震颤,帕金森氏症的发生是由于大脑丘脑区域多巴胺的丧失,导致身体不自主或振荡运动。PD的早期阶段被称为静息性震颤,出现在肌肉放松的时候。众所周知,表面肌电记录提供了震颤的神经生理特征的临床信息。本文讨论了从肌电信号中提取功率谱密度(PSD)特征的静息地震检测方法。两种方法,即Welch和Burgs的PSD,通过配置预测器的顺序来应用,然后使用递归神经网络模型Elman神经网络(REN)进行分类。实验使用肌电图进行,并使用PSD的平均值和最大值等统计方法对正常和异常PD受试者进行分类。实验结果表明,Burg与递归神经网络分类器的功率谱密度均值的分类准确率达到95.6%。建议的工作需要用更大的数据集进行实时临床应用验证。
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引用次数: 13
A Novel Proposal for Detection of Avian Influenza and Managing Poultry in a Cost Efficient Way Implementing RFID 基于射频识别技术的禽流感检测与家禽管理新方案
Sudip Dogra, S. Chatterjee, Ritwik Ray, Saustav Ghosh, Debharshi Bhattacharya, S. Sarkar
White meat basically comprises of poultry products. Due to its health hazard many people are shunning away from red meat. The primary source of white meat is poultry farming where the practice of raising fowls, such as chickens, turkeys, ducks etc is carried out.. The entire requirement of white meat and eggs mostly come from these poultry products. The primary threat to poultry farming is avian influenza. This disease being highly contagious causes a huge loss both in terms of money and business property. Furthermore, human beings suffer a high chance of being infected by this disease. In this paper we have presented a novel scheme for recognition of bird flu using RFID at a very early stage so that its spread can be controlled quickly.
白肉主要由禽类产品组成。由于其对健康的危害,许多人都避开了红肉。白肉的主要来源是家禽养殖场,在那里饲养家禽,如鸡、火鸡、鸭等。对白肉和蛋类的全部需求主要来自这些家禽产品。对家禽养殖业的主要威胁是禽流感。这种疾病具有高度传染性,在金钱和商业财产方面造成巨大损失。此外,人类感染这种疾病的几率很高。在本文中,我们提出了一种利用射频识别技术在早期阶段识别禽流感的新方案,从而可以快速控制其传播。
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引用次数: 6
Digitally Programmable Multifunctional Filter and Multiphase Oscillator Using MOCCCII 基于MOCCCII的数字可编程多功能滤波器和多相振荡器
A. Imran, M. Siddiqi
The advancement in IC technology has led the recent trend of designing hybrid systems to benefit both analog and the digital world. Among analog building blocks, Multifunctional filters & Multiphase oscillator constitutes an important building block. We propose a novel current mode digitally programmable multifunctional filter and deduce a programmable multiphase oscillator providing four quadrature phase outputs. For the introduction of digital control in analog systems we use a digital control module comprising of R/2R ladder and analog switch array. The parameters of analog systems results in the form of digital word (N) of n-bits. All the realizations are designed and verified using PSPICE simulation tool with good results in support of the theory
集成电路技术的进步引领了最近设计混合系统的趋势,使模拟世界和数字世界都受益。在模拟模块中,多功能滤波器和多相振荡器是重要的组成部分。我们提出了一种新的电流模式数字可编程多功能滤波器,并推导了一个可编程的多相振荡器,提供四个正交相位输出。为了在模拟系统中引入数字控制,我们使用了一个由R/2R梯和模拟开关阵列组成的数字控制模块。模拟系统的参数以N位数字字(N)的形式表示。利用PSPICE仿真工具对所有实现进行了设计和验证,得到了良好的理论支持
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引用次数: 5
Implementation of Hybrid Ad-Hoc Routing Protocol 混合Ad-Hoc路由协议的实现
S. S. Kumar, M. N. Kumar, S. V.S.
The goal of this application is to implement a hybrid ad-hoc routing protocol, using the 802.11 wireless protocols. Our implementation enables communication between several wireless stations, on a dynamic network without using any infrastructure, i.e. using peer-to-peer mode, rather than Access Points. Two distant units can communicate even when there is no direct connection between them. We have implemented the Direct Sequence Distance Vector (DSDV) algorithm, which is a pro-active table driven algorithm in Wireless Network. The routing in each station is executed according to local routing table. The tables are continually maintained and updated. We developed the application in Java, which has inherent support for network operations. Thus, it is platform independent, and can run with various OS and wireless cards. In order to demonstrate the operation of the algorithm we wrote a Unicode Short Message Text (USMT) application that uses the routing protocol services as a sub-layer. The USMT application enables sending of text messages from any unit to any other unit in the network. It also graphically presents the local routing tables information.
此应用程序的目标是使用802.11无线协议实现混合自组织路由协议。我们的实现使几个无线站之间的通信,在一个动态网络上,不使用任何基础设施,即使用点对点模式,而不是接入点。即使两个相距遥远的单位之间没有直接联系,它们也可以进行通信。我们实现了直接序列距离矢量(Direct Sequence Distance Vector, DSDV)算法,它是无线网络中的一种主动表驱动算法。每个站点的路由根据本地路由表执行。这些表格不断得到维护和更新。我们用Java开发了这个应用程序,它对网络操作具有固有的支持。因此,它是独立于平台的,可以在各种操作系统和无线网卡上运行。为了演示该算法的操作,我们编写了一个使用路由协议服务作为子层的Unicode短消息文本(USMT)应用程序。USMT应用程序允许将文本消息从网络中的任何单元发送到任何其他单元。它还以图形方式表示本地路由表信息。
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引用次数: 2
Interval Type-2 Fuzzy Logic for Software Cost Estimation Using TSFC with Mean and Standard Deviation 区间2型模糊逻辑在软件成本估算中的应用
Ch. V. M. K. Hari, Prasad Reddy P.V.G.D., M. Jagadeesh, G. Ganesh
One of the biggest challenges in Software Engineering is accurately forecasting how much time and effort it will take either to develop a system. So far no model has proved to be successful at effectively and consistently predicting software development cost due to the lot of uncertainty factor of input size. In this paper we proposed an Interval Type 2 Fuzzy logic for software cost estimation. The inputs are fuzzified by using Takagi-Sugeno fuzzy controller of Universe Discourse with mean and standard deviation of size values affects the control performance. The software size can be regarded as a fuzzy set yielding the cost estimate also inform of a fuzzy set. The uncertainty is an inherit part in cost estimation. We reduce the uncertainty produced by the Type-1 functions by using Type-2 Fuzzy logic. We considered means FOU`s as a firing strength. The model deals effectively with imprecise and uncertain input and enhances the reliability of software cost estimation. The estimated effort is optimized using the developed model and tested on NASA software projects on the basis of three criterions for assessment of software cost estimation models. Comparison of the all models is done and it is found that the developed model provide better estimation.
软件工程中最大的挑战之一是准确地预测开发一个系统需要花费多少时间和精力。到目前为止,由于输入规模的不确定性因素很多,还没有一个模型被证明能够成功地有效和一致地预测软件开发成本。本文提出了一种区间2型模糊逻辑用于软件成本估算。使用Takagi-Sugeno宇宙语篇模糊控制器对输入进行模糊化,大小值的均值和标准差影响控制性能。软件的大小可以看作是一个模糊集,由此产生的成本估计也被称为一个模糊集。不确定性是成本估算中不可避免的一部分。我们利用二类模糊逻辑来降低一类函数产生的不确定性。我们考虑了FOU作为射击强度。该模型有效地处理了不精确和不确定的输入,提高了软件成本估算的可靠性。利用所建立的模型对估算的工作量进行了优化,并根据评估软件成本估算模型的三个准则在NASA软件项目中进行了测试。对所有模型进行了比较,发现所建立的模型提供了更好的估计。
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引用次数: 8
Adaptive Tracking Control for a Class of Uncertain Non-affine Delayed Systems Subjected to Input Constraints Using Self Recurrent Wavelet Neural Network 一类受输入约束的不确定非仿射时滞系统的自循环小波神经网络自适应跟踪控制
M. Sharma, Medicaps Instt
In this work an adaptive tracking control strategy for a class of non affine delayed systems subjected to actuator saturation is proposed. Self recurrent wavelet neural network (SRWNN) is used to approximate the uncertainties present in the system as well as to identify and compensate the nonlinearities introduced in the system due to actuator saturation. By using suitable transformation the system under consideration is first converted into an affine like form and subsequently an adaptive backstepping control strategy is developed to assure the stable tracking of nonlinear non affine system. In addition robust control terms are also designed to attenuate the approximation error due to SRWNN. Adaptation laws are developed for the online tuning of the wavelet parameters and the stability of the overall system is assured by using the Lyapunov-Krasovskii functional. The effectiveness of theoretical development is verified by a numerical example.
针对一类受致动器饱和影响的非仿射时滞系统,提出了一种自适应跟踪控制策略。自递归小波神经网络(SRWNN)用于逼近系统中存在的不确定性,以及识别和补偿系统中由于执行器饱和而引入的非线性。通过适当的变换,首先将所考虑的系统转化为类仿射形式,然后提出一种自适应反演控制策略,以保证非线性非仿射系统的稳定跟踪。此外,还设计了鲁棒控制项,以减小SRWNN引起的逼近误差。利用Lyapunov-Krasovskii泛函,建立了小波参数在线整定的自适应律,保证了整个系统的稳定性。通过数值算例验证了理论推导的有效性。
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引用次数: 8
Stock Market Prediction Using a Hybrid Neuro-fuzzy System 基于混合神经模糊系统的股票市场预测
B. Nair, M. Minuvarthini, Sujithra B., V. Mohandas
Stock market prediction is an important area of financial forecasting, which is of great interest to stock investors, stock traders and applied researchers. Main issues in developing a fully automated stock market prediction system are: feature extraction from the stock market data, feature selection for highest prediction accuracy, the dimensionality reduction of the selected feature set and the accuracy and robustness of the prediction system. In this paper, an automated decision tree-adaptive neuro-fuzzy hybrid automated stock market prediction system is proposed. The proposed system uses technical analysis (traditionally used by stock traders) for feature extraction and decision tree for feature selection. Dimensionality reduction is carried out using fifteen different dimensionality reduction techniques. The dimensionality reduction technique producing the best prediction accuracy is selected to produce the reduced dataset. The reduced dataset is then applied to the adaptive neuro-fuzzy system for the next-day stock market prediction. The neuro-fuzzy system forms the stock market model adaptively, based on the features present in the reduced dataset. The proposed system is tested on the Bombay Stock Exchange sensitive index (BSE-SENSEX). The results show that the proposed hybrid system produces much higher accuracy when compared to stand-alone decision tree based system and ANFIS based system without feature selection and dimensionality reduction.
股票市场预测是金融预测的一个重要领域,是股票投资者、股票交易者和应用研究人员非常感兴趣的领域。开发全自动股票市场预测系统的主要问题是:从股票市场数据中提取特征,选择预测精度最高的特征,选择的特征集降维,预测系统的准确性和鲁棒性。本文提出了一种自动决策树自适应神经模糊混合自动股票市场预测系统。提出的系统使用技术分析(传统上由股票交易者使用)进行特征提取,并使用决策树进行特征选择。使用15种不同的降维技术进行降维。选择预测精度最高的降维技术生成降维数据集。然后将简化后的数据集应用于自适应神经模糊系统,用于次日股市预测。神经模糊系统根据约简数据集中的特征自适应地形成股票市场模型。该系统在孟买证券交易所敏感指数(BSE-SENSEX)上进行了测试。结果表明,与不进行特征选择和降维的独立决策树系统和基于ANFIS的系统相比,本文提出的混合系统具有更高的准确率。
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引用次数: 26
Design of High Frequency Low Power CMOS Dual-Output Current Conveyor at 32nm Technology Node 32nm工艺节点下高频低功耗CMOS双输出电流输送机设计
A. Imran, M. Hasan, M. W. Akram
This paper presents the design of a wide bandwidth high performance CMOS realization of dual-output second generation current conveyor (CCII±) at 32nm technology node. HSPICE simulation shows that voltage and current bandwidths in excess of 10GHz are obtained, thus making the module quite suitable for applications in the microwave range of frequencies. Besides, the circuit is able to operate at reduced power supply of ±0.9V and presents 2.54k??? as Rx input port resistance for a control current of 8uA.
本文提出了一种基于32纳米技术节点的双输出第二代电流输送器(CCII±)的宽带高性能CMOS实现设计。HSPICE仿真表明,该模块获得了超过10GHz的电压和电流带宽,因此非常适合在微波频率范围内的应用。电路能在±0.9V的低电压下工作,输出2.54k???为Rx输入端口电阻,控制电流为8uA。
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引用次数: 6
期刊
2010 International Conference on Advances in Recent Technologies in Communication and Computing
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